Using a Trained QRF Model via Hugging Face Hub#
An example of downloading a trained quantile regression forest (QRF) model from Hugging Face Hub and using it to estimate new quantiles. Here, a QRF has been trained with default parameters on a train-test split of the California housing dataset and uploaded to Hugging Face Hub. The model is downloaded and inference is performed over several quantiles for each instance in the dataset. The estimates are visualized by the latitude and longitude of each instance. The model used is available on Hugging Face Hub: https://huggingface.co/quantile-forest/california-housing-example